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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2017.1
- 수록면
- 57 - 62 (6page)
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초록· 키워드
오류제보하기
Building detection is a fundamental and challenging task in satellite image analysis and has significant importance in the wide range of applications such as creation and update of maps and GIS database, urban monitoring, and planning application. This paper presents an approach for building detection in high resolution remotely sensed images. The proposed approach firstly segmented the pan-sharpened image by Automatic Histogram based Fuzzy C-Means (AHFCM) algorithm. Secondly the vegetation and shadow regions are eliminated by using Normalized Difference Vegetation Index (NDVI) and ratio map in HIS model respectively. Finally the buildings and non building regions are classified by using Principal Component Analysis (PCA) and outcomes are further refined by morphological operations.
목차
등록된 정보가 없습니다.
참고문헌 (9)
참고문헌 신청
C. J. Tucker / 1979 / Red and photographic infrared linear combinations for monitoring vegetation / Remote Sens. Environ 8(2):127~150
A. Katartzis / 2008 / A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image / IEEE Transactions On GeoScience And Remote Sensing 46(1)
N. Otsu / 1975 / A threshold selection method from gray-level histograms / Automatica 11(285-296):23~27
M. Teke / 2011 / Multi-spectral false color shadow detection / Proc. ISPRS Conf. Photogramm. Image Analysis (PIA’11) :109~119
Ö. Aytekin / 2009 / Automatic and unsupervised building extraction in complex urban environments from multi spectral satellite imagery / Proc. 4th Int. Conf. Recent Adv. Space Technol. (RAST’09) :287~291
A. Katartzis / 2008 / A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image / IEEE Transactions On GeoScience And Remote Sensing 46(1)
N. Otsu / 1975 / A threshold selection method from gray-level histograms / Automatica 11(285-296):23~27
M. Teke / 2011 / Multi-spectral false color shadow detection / Proc. ISPRS Conf. Photogramm. Image Analysis (PIA’11) :109~119
Ö. Aytekin / 2009 / Automatic and unsupervised building extraction in complex urban environments from multi spectral satellite imagery / Proc. 4th Int. Conf. Recent Adv. Space Technol. (RAST’09) :287~291
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